{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "funny-creature",
   "metadata": {},
   "outputs": [],
   "source": [
    "from gs_quant.session import GsSession\n",
    "# external users should substitute their client id and secret; please skip this step if using internal jupyterhub\n",
    "GsSession.use(client_id=None, client_secret=None, scopes=('run_analytics',)) "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "placed-uzbekistan",
   "metadata": {},
   "source": [
    "#### Combined IR and Vol Shock\n",
    "\n",
    "In this screen, we look at how the price fo a swaption changes under a range of spot and vol rate shocks."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "cardiac-knitting",
   "metadata": {},
   "outputs": [],
   "source": [
    "from gs_quant.instrument import IRSwaption\n",
    "from gs_quant.common import PayReceive\n",
    "from gs_quant.markets.portfolio import Portfolio\n",
    "from gs_quant.markets import PricingContext\n",
    "from gs_quant.risk import MarketDataShockBasedScenario, MarketDataPattern, MarketDataShock, MarketDataShockType, Price\n",
    "import pandas as pd\n",
    "import seaborn as sns\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "def IR_scenario_grid(ccy, IR_min=-200, IR_max=200, IR_iter=50, vol_min=-10, vol_max=10, vol_iter=2):\n",
    "    portfolio = Portfolio(IRSwaption(pay_or_receive=pay_rec, notional_currency=ccy, termination_date=termination, expiration_date=expiry, strike=f'ATMF+{moneyness}'))\n",
    "    portfolio.resolve()\n",
    "\n",
    "    IR_shocks = list(range(IR_min, IR_max + IR_iter, IR_iter))\n",
    "    IR_vol_shocks = list(range(vol_min, vol_max + vol_iter, vol_iter))\n",
    "    ir_vol_grid  = pd.DataFrame(index = IR_vol_shocks, columns = IR_shocks)\n",
    "    grid = {}\n",
    "\n",
    "    base_price = portfolio.price().to_frame()\n",
    "\n",
    "    with PricingContext(is_batch=True, is_async=True):\n",
    "        for IR_shock in IR_shocks:\n",
    "            vals = []\n",
    "            for IR_vol_shock in IR_vol_shocks:\n",
    "                shocks = MarketDataShockBasedScenario(shocks={\n",
    "                    MarketDataPattern('IR', ccy) : MarketDataShock(shock_type=MarketDataShockType.Absolute, value= IR_shock/10000),\n",
    "                    MarketDataPattern('IR Vol'): MarketDataShock(MarketDataShockType.Absolute, IR_vol_shock/10000)\n",
    "                })\n",
    "\n",
    "                with shocks:\n",
    "                    shock_price = portfolio.price()\n",
    "                vals.append(shock_price)\n",
    "            grid[IR_shock] = vals\n",
    "\n",
    "    for k,v in grid.items():\n",
    "        ir_vol_grid[k] = pd.DataFrame(v, index=IR_vol_shocks)\n",
    "    result = 100*(ir_vol_grid/base_price[Price][0] -1)\n",
    "    plt.subplots(figsize=(12, 6))\n",
    "    ax = sns.heatmap(result.astype(float), annot=True, fmt='.2f', cmap='coolwarm')\n",
    "    ax.set(ylabel='IR shocks (bps)', xlabel='IR Vol shocks (bps)', title=' Scenario Analysis: PV effect of IR and IR Vol shocks, %')\n",
    "    ax.xaxis.tick_top()\n",
    "    return result"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "classified-rates",
   "metadata": {},
   "outputs": [
    {
     "data": {
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\n",
      "text/plain": [
       "<Figure size 864x432 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "expiry = '10y'\n",
    "termination = '10y'\n",
    "pay_rec = 'Pay'\n",
    "ccy = 'USD'\n",
    "horizon = '0b'\n",
    "moneyness = 50\n",
    "\n",
    "#Specify shocks\n",
    "IR_min = -200\n",
    "IR_max = 200\n",
    "IR_iter = 50\n",
    "vol_min = -10\n",
    "vol_max = 10\n",
    "vol_iter = 2\n",
    "\n",
    "result = IR_scenario_grid(ccy, IR_min, IR_max, IR_iter, vol_min, vol_max, vol_iter)"
   ]
  }
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